The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the Edinburgh region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Data Warehousing
Scotland / Edinburgh
Rank 49 42 27
Rank change year-on-year
-7 -15
Contract jobs citing Data Warehouse 22 49 69
As % of all contract IT jobs located in Edinburgh 2.73% 3.44% 5.30%
As % of the Database & Business Intelligence category 12.79% 15.81% 26.64%
Number of daily rates quoted 6 34 44
Median daily rate £394 £375 £378
Median daily rate % change year-on-year
+5.00% -0.66%
90% offered a daily rate of more than £356 £291 £340
10% offered a daily rate of more than £588 £475 £468
UK excluding London median daily rate £400 £400 £390
% change year-on-year
- +2.56%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £59.25 £37.88
% change year-on-year
-32.48% +56.43%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Edinburgh region.

Database & Business Intelligence Category
Edinburgh
Contract IT job ads with a match in the
Database & Business Intelligence category
172 310 259
As % of all contract IT jobs located in Edinburgh 21.37% 21.75% 19.88%
Number of daily rates quoted 81 159 139
Median daily rate £350 £400 £380
Median daily rate % change year-on-year
-12.50% +5.26%
90% offered a daily rate of more than £309 £325 £325
10% offered a daily rate of more than £450 £500 £475
UK excluding London median daily rate £400 £375 £363
% change year-on-year
+6.66% +3.44%
Number of hourly rates quoted 8 1 2
Median hourly rate £52.00 £25.00 £47.50
Median hourly rate % change year-on-year
+108.00% -47.36%
UK excluding London median hourly rate £38.00 £26.50 £32.50
% change year-on-year
+43.39% -18.46%

Data Warehouse
Jobs Demand Trend in Edinburgh

The demand trend of contract jobs across the Edinburgh region citing Data Warehouse as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in Edinburgh

Data Warehouse
Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Warehouse across the Edinburgh region.

Data Warehouse Daily Rate Trend in Edinburgh

Data Warehouse
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the Edinburgh region over the 3 months to 18 January 2017.

Data Warehouse Daily Rate Histogram in Edinburgh

Data Warehouse
Hourly Rate Trend in Edinburgh

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Warehouse across the Edinburgh region.

Data Warehouse Hourly Rate Trend in Edinburgh

Data Warehouse
Top 30 Related IT Skills in Edinburgh

For the 6 months to 18 January 2017, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Edinburgh region with a requirement for Data Warehouse.

1 31 (63.27%) SQL
2 22 (44.90%) Business Intelligence
3 19 (38.78%) ETL
4 17 (34.69%) Finance
5 16 (32.65%) SQL Server
6 14 (28.57%) Oracle
7 10 (20.41%) Banking
8 9 (18.37%) Agile Software Development
9 8 (16.33%) Business Analysis
9 8 (16.33%) SQL Server Integration Services
9 8 (16.33%) Asset Management
9 8 (16.33%) SQL Server Reporting Services
9 8 (16.33%) SAS
10 7 (14.29%) Data Modelling
10 7 (14.29%) Microsoft
10 7 (14.29%) Stakeholder Management
11 6 (12.24%) Data Analysis
12 5 (10.20%) Management Information System
12 5 (10.20%) Migration
12 5 (10.20%) PL/SQL
12 5 (10.20%) MS Excel
12 5 (10.20%) Analytics
12 5 (10.20%) Relational Database
13 4 (8.16%) Kimball Methodology
13 4 (8.16%) Analytical Skills
13 4 (8.16%) SQL Server 2012
13 4 (8.16%) Tableau
13 4 (8.16%) Informatica
13 4 (8.16%) Degree
14 3 (6.12%) VLAN

Data Warehouse
Top Related IT Skills in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (16.33%) SAS
2 3 (6.12%) SharePoint
3 1 (2.04%) Oracle SOA Suite
Applications
1 5 (10.20%) MS Excel
2 1 (2.04%) MS PowerPoint
2 1 (2.04%) Spreadsheet
Business Applications
1 2 (4.08%) thinkFolio
Communications & Networking
1 3 (6.12%) Firewall
1 3 (6.12%) LAN
1 3 (6.12%) VLAN
1 3 (6.12%) VPN
1 3 (6.12%) WAN
Database & Business Intelligence
1 16 (32.65%) SQL Server
2 8 (16.33%) SQL Server Integration Services
2 8 (16.33%) SQL Server Reporting Services
3 5 (10.20%) Relational Database
4 4 (8.16%) SQL Server 2012
5 3 (6.12%) Big Data
5 3 (6.12%) BusinessObjects
5 3 (6.12%) Oracle BI EE
5 3 (6.12%) RDBMS
6 2 (4.08%) BusinessObjects Web Intelligence
6 2 (4.08%) Data Lake
6 2 (4.08%) Hadoop
6 2 (4.08%) NoSQL
6 2 (4.08%) QlikView
6 2 (4.08%) SAP Data Services
6 2 (4.08%) SAS Data Integration Studio
6 2 (4.08%) SQL Server 2008
6 2 (4.08%) SQL Server Analysis Services
7 1 (2.04%) BusinessObjects Business Intelligence
7 1 (2.04%) Spatial Data
Development Applications
1 3 (6.12%) ERwin
2 1 (2.04%) Cucumber
2 1 (2.04%) JIRA
2 1 (2.04%) Selenium
General
1 17 (34.69%) Finance
2 10 (20.41%) Banking
3 2 (4.08%) Legal
4 1 (2.04%) Retail
4 1 (2.04%) Retail Banking
4 1 (2.04%) Wholesale Banking
Job Titles
1 21 (42.86%) Analyst
2 16 (32.65%) Developer
3 12 (24.49%) Business Intelligence Developer
4 9 (18.37%) Data Analyst
5 6 (12.24%) Systems Analyst
6 5 (10.20%) SQL BI Developer
6 5 (10.20%) SQL Developer
7 4 (8.16%) Architect
8 3 (6.12%) Business Analyst
8 3 (6.12%) Infrastructure Manager
8 3 (6.12%) SAS Analyst
8 3 (6.12%) Senior Analyst
8 3 (6.12%) SSIS Developer
9 2 (4.08%) Data Business Analyst
9 2 (4.08%) Data Warehouse Analyst
9 2 (4.08%) ETL Analyst
9 2 (4.08%) OBIEE Developer
9 2 (4.08%) QlikView Developer
9 2 (4.08%) SAS Architect
9 2 (4.08%) Senior Architect
Libraries, Frameworks & Software Standards
1 3 (6.12%) HTML
2 2 (4.08%) HTML5
3 1 (2.04%) CSS
3 1 (2.04%) PostGIS
Miscellaneous
1 5 (10.20%) Management Information System
2 4 (8.16%) Analytical Skills
3 3 (6.12%) Data Integration
4 2 (4.08%) Credit Risk
4 2 (4.08%) Enterprise Software
4 2 (4.08%) Visualisation
5 1 (2.04%) Data Extraction
5 1 (2.04%) Data Structures
5 1 (2.04%) Mainframe
5 1 (2.04%) Minimum Viable Product
5 1 (2.04%) Ontologies
5 1 (2.04%) Reference Data
Operating Systems
1 3 (6.12%) Windows
1 3 (6.12%) Windows Server
2 1 (2.04%) Unix
Processes & Methodologies
1 22 (44.90%) Business Intelligence
2 19 (38.78%) ETL
3 9 (18.37%) Agile Software Development
4 8 (16.33%) Asset Management
4 8 (16.33%) Business Analysis
5 7 (14.29%) Data Modelling
5 7 (14.29%) Stakeholder Management
6 6 (12.24%) Data Analysis
7 5 (10.20%) Analytics
7 5 (10.20%) Migration
8 4 (8.16%) Kimball Methodology
9 3 (6.12%) Data Architecture
9 3 (6.12%) Data Governance
9 3 (6.12%) Desktop Virtualisation
9 3 (6.12%) ITIL
9 3 (6.12%) ITIL V3
9 3 (6.12%) People Management
9 3 (6.12%) SDLC
9 3 (6.12%) Software Delivery
10 2 (4.08%) ERP
Programming Languages
1 31 (63.27%) SQL
2 5 (10.20%) PL/SQL
3 3 (6.12%) Java
3 3 (6.12%) Python
3 3 (6.12%) T-SQL
3 3 (6.12%) VBA
4 2 (4.08%) C
5 1 (2.04%) JavaScript
5 1 (2.04%) SAS Macro
Qualifications
1 4 (8.16%) Degree
2 1 (2.04%) Oracle Certification
Quality Assurance & Compliance
1 3 (6.12%) Disclosure Scotland
2 1 (2.04%) Data Quality
System Software
1 3 (6.12%) Active Directory
1 3 (6.12%) VMware ESX
1 3 (6.12%) VMware Infrastructure
Vendors
1 14 (28.57%) Oracle
2 7 (14.29%) Microsoft
3 4 (8.16%) Informatica
3 4 (8.16%) Tableau
4 3 (6.12%) CheckPoint
4 3 (6.12%) Cisco
4 3 (6.12%) Juniper
4 3 (6.12%) VMware
5 2 (4.08%) Charles River
5 2 (4.08%) Cloudera
5 2 (4.08%) Cognos
5 2 (4.08%) SAP
5 2 (4.08%) Teradata
6 1 (2.04%) Ab Initio
6 1 (2.04%) Pega
Edinburgh
Nigel Frank International
Posted: 7 days ago